#Pcode Machine Architecture

PCB ordered from @nextpcb_official I'm building an AI device to capture spontaneous ideas - it captures things after I've said them, transcribes and organizes the capture automatically. Progress so far - I started with a bread boarded version of a prototype to now have a custom PCB for the device. (PS - I'm not an electrical engineer, first time making a PCB for me) The app that shows the recordings has some action features as well - I've designed the app and vibe coded the whole experience. The design of the device will be the main thing I'll focus on (I'm an industrial designer) going forward while I use the device to see how it works! Excited for the next steps!

Handling 1 Million RPS isn’t about code — it’s about smart architecture. 1️⃣ Traffic Distribution (Load Balancers) ➡️ Spreads incoming requests across many servers so nothing overloads. Example: 1M requests split across 200 servers = ~5K requests per server. ⸻ 2️⃣ Scale Out, Not Up (Horizontal Scaling) ➡️ Add more machines instead of making one server bigger. Example: Flash sale traffic? Instantly launch 50 new API instances. ⸻ 3️⃣ Fast Reads with Cache ➡️ Use Redis/Memcached to avoid hitting the database every time. Example: Cached user data = millions of DB calls saved daily. ⸻ 4️⃣ Edge Delivery with CDN ➡️ Static content loads from servers closest to the user. Example: Users in Delhi fetch images from a Delhi CDN node. ⸻ 5️⃣ Background Work with Queues ➡️ Heavy tasks run asynchronously so APIs respond instantly. Example: Payment succeeds now, email receipt sent in background. ⸻ 6️⃣ Split the Database (Sharding) ➡️ Divide data across multiple databases to handle scale. Example: Usernames A–M on one shard, N–Z on another. ⸻ 7️⃣ Rate Limiting ➡️ Prevent abuse and traffic spikes from taking the system down. Example: Limit clients to 100 requests/sec to block bots from killing the API. ⸻ 8️⃣ Lightweights Payloads ➡️ Smaller payloads = faster responses + less bandwidth. Example: Send only required fields instead of massive JSON blobs. Please follow for more such videos🙏 #systemdesign #softwaredevelopers #programming #tech #interview [API Design] [System Architecture] [API Scaling] [1 Million RPS] [Distributed Systems] [Load Balancing] [Database Sharding] [High Availability]

🏊 Pool manufacturer dives into automation with robotic pool panel assembly! Challenges: 👉 Labor shortage causing staffing problems 👉 Rising costs 👉 Manual assembly could cause consistency issues Results: ✅ Higher consistency of quality panels produced ✅ Allows employees to be reallocated to other areas and tasks ✅ Efficiency keeps production costs low for competitive pricing 🔗 𝗶𝗻 𝗯𝗶𝗼 to begin your automation journey with FANUC!

🛠️ Project Title Numeric Counter using Arduino and Servo Motors This video shows the setup and working of a numeric counter displayed using servo-driven mechanisms. 📌 What’s in this video: • Arduino control system • Servo motor control for digits • Counting logic and display mechanism • Main components and assembly ————————— 🛠️ عنوان المشروع عداد رقمي باستخدام أردوينو ومحركات سيرفو يعرض هذا الفيديو إعداد وطريقة عمل عداد رقمي باستخدام محركات السيرفو لعرض الأرقام. 📌 محتوى هذا الفيديو: • نظام التحكم باستخدام أردوينو • التحكم بمحركات السيرفو لعرض الأرقام • منطق العد وآلية العرض • المكونات الرئيسية والتجمي

Day 97 in our startup || which PCB designing software is the best 😮 @myupsidedownlab . . . #startup #knowledge #motivation #pcb #designing #kicad #pcbdesign #reels #instagramreels #reelkarofeelkaro #reelitfeelit #explorepage✨ #explore #day97

PCB design doesn’t have to feel impossible. You can just ask Flux questions, and it handles the confusing parts. #pcb #electricalengineering #electronics #hardware #pcbdesign

#manapragathinagar #pragathinagarupdates Pico Fall & Over lock mission For Sale #contact-8688881710 Share information intrested people contact Owner and like share follow our page for Daily updates and information need your Support 🫶🏻😍🫶🏻😍🫶🏻😍🫶🏻😍🫶🏻😍

Comment ‘Warp’ and I’ll DM you a link to try Warp Build and get an extra 1000 Oz credits 👩🏽‍💻✨ Get ready to code an entire bioinformatics pipeline with me 🧬.. This is a task that can take days but now using Warp + Oz I can run 10+ agents at once and in the cloud ☁️ .. I remember my first uni laptop during my PhD which took DAYS to run simulations, so I built my pc to help 😅 it went from days (bad uni laptop) to a few hours (my pc) to now minutes 🙌🏽 Try Warp Build today and get an extra 1000 Oz credits. Link in my bio 🫶🏽 #coding #learntocode #programming #tech

Comment “MCP” & I’ll send you the links via DM ✨ 📜 The concept of MCP is very new. In late 2024, Anthropic introduced MCP (Model Context Protocol) because LLMs needed a cleaner, safer way to interact with the outside world. MCP is like giving models a shared language to access tools, trigger workflows, and pull data. The entire point of MCP is to make LLM’s more capable in a standardized way. 💡These are some of the resources I found helpful when starting to build MCP servers & clients. I limited it to beginner friendly resources I thought were great but lmk if it would be helpful to share more advanced finds as well. Hope this helps others! Are there others you would add to the list? Lmk in the comments & as always Happy Building! 💻 Relevant tags 🏷️ [ai engineer, genai career, software engineer, software developer, MCP roadmap, how to learn ai, python for ai, lim from scratch, build in public, ai agent builder, deep learning 2025, ai portfolio project, ml roadmap, ai learning journey, agentic ai]

Comment “blog” & I’ll share the blog link & my notes with you in your DM 🤝🏻 (Make sure to follow else automation won’t work) Topic: MCP Server Save for your future interviews 📩 #dsa #systemdesign #tech #coding #codinglife [dsa, system design, MCP server, tech]

Final iteration is done! High-performance microcontroller, compact design, curvy traces; what else would you need? The full video is coming soon! Also, this will become a product that I will soon start selling on my website, together with a PC client software specifically designed for logging multiple channels. Stay tuned!

Logic building in python... Useful for all profiles 👍 📈❣️ Do follow @learn_python_sk Comment 👇 ... .... Hit a like👍❤️ .. .. 🤘💞 Stay tuned. 👇 More to come. Follow 👉 @learn_python_sk Comment your answers Down,👇 Follow @learn_python_sk Save it ❤ ... Check story ❤ #dataengineer #sql #pythonprogramming #programmers #programminglife #programmer #pythondeveloper #pythoncode #pythonlearning #python #developer #datastructure #datascience #dataanalytics #datascientist #indianprogrammer #datastructure #datavisualization #database #bigdata #dataanalyticsjobs #sqldeveloper #sqldatabase #dsa #system #dataanalyticsjobs